Development of a clinical decision support system for severity risk prediction and triage of COVID-19 patients at hospital admission: an international multicentre study.

Journal: The European respiratory journal
Published Date:

Abstract

BACKGROUND: The outbreak of coronavirus disease 2019 (COVID-19) has globally strained medical resources and caused significant mortality.

Authors

  • Guangyao Wu
    Department of Radiology, Union Hospital, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China.
  • Pei Yang
    Department of Bone and Joint Surgery, The Second Affiliated Hospital of Xi'an Jiaotong University, Xi'an, China.
  • Yuanliang Xie
    Center for Genomic and Personalized Medicine, Guangxi Medical University, Nanning, China.
  • Henry C Woodruff
    The D-Lab, Department of Precision Medicine, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands.
  • Xiangang Rao
    Dept of Ultrasound, The Central Hospital of Huangshi, Huangshi, China.
  • Julien Guiot
    Dept of Respiratory Medicine, CHU of Liège, Liège, Belgium.
  • Anne-Noelle Frix
    Dept of Respiratory Medicine, CHU of Liège, Liège, Belgium.
  • Renaud Louis
    Dept of Respiratory Medicine, University Hospital, Liege, Belgium.
  • Michel Moutschen
    Dept of Infectiology, CHU of Liège, Liège, Belgium.
  • Jiawei Li
    School of Chemistry & Chemical Engineering, College of Guangling, Yangzhou University Yangzhou 225002 PR China zhuxiashi@sina.com.
  • Jing Li
    Department of Neurosurgery, Tianjin Medical University General Hospital, Tianjin, China.
  • Chenggong Yan
    The D-Lab, Dept of Precision Medicine, GROW - School for Oncology, Maastricht University Medical Center+, Maastricht, The Netherlands.
  • Dan Du
    Dept of Radiology, The Central Hospital of Wuhan, Huazhong University of Science and Technology, Wuhan, China.
  • Shengchao Zhao
    Dept of Radiology, The Central Hospital of Wuhan, Huazhong University of Science and Technology, Wuhan, China.
  • Yi Ding
    Clinical and Research Center of AIDS, Beijing Ditan Hospital, Capital Medical University, Beijing, China.
  • Bin Liu
    Department of Endocrinology, the First Affiliated Hospital of Chongqing Medical University, Chongqing, China; Department of Endocrinology, Neijiang First People's Hospital, Chongqing, China.
  • Wenwu Sun
    Dept of Intensive Care Unit, The Central Hospital of Wuhan, Huazhong University of Science and Technology, Wuhan, China.
  • Fabrizio Albarello
    National Institute for Infectious Diseases - IRCCS, Rome, Italy.
  • Alessandra D'Abramo
    National Institute for Infectious Diseases - IRCCS, Rome, Italy.
  • Vincenzo Schininà
    National Institute for Infectious Diseases - IRCCS, Rome, Italy.
  • Emanuele Nicastri
    National Institute for Infectious Diseases - IRCCS, Rome, Italy.
  • Mariaelena Occhipinti
    Dept of Biomedical, Clinical and Experimental Sciences "Mario Serio", University of Florence, Florence, Italy.
  • Giovanni Barisione
    Unit of Respiratory Pathophysiology, Respiratory Diseases and Allergy Clinic, Dept of Internal Medicine and Medical Specialties, University of Genoa, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
  • Emanuela Barisione
    Unit of Interventional Pulmonology, IRCCS Ospedale Policlinico San Martino, Genoa, Italy.
  • Iva Halilaj
    The D-Lab, Department of Precision Medicine, GROW - School for Oncology and Developmental Biology, Maastricht University, Maastricht, The Netherlands.
  • Pierre Lovinfosse
    Nuclear Medicine and Oncological Imaging, Department of Medical Physics, CHU of Liège, Liège, Belgium.
  • Xiang Wang
    Department of Thoracic Surgery, The Second Xiangya Hospital of Central South University, Changsha, Hunan, China.
  • Jianlin Wu
    Department of Respiratory Medicine, Affiliated Zhongshan Hospital of Dalian University, Dalian, China.
  • Philippe Lambin
    Department of Radiation Oncology (MAASTRO Clinic), Dr. Tanslaan 12, Maastricht, The Netherlands.